Convolutional hypercube pyramid for accurate RGB-D object category and instance recognition

QR Code

Convolutional hypercube pyramid for accurate RGB-D object category and instance recognition

Deep learning based methods have achieved unprecedented success in solving several computer vision problems involving RGB images. However, this level of success is yet to be seen on RGB-D images owing to two major challenges in this domain: training data deficiency and multi-modality input dissimila...

Full description

Bibliographic Details
Main Authors:	Mohd Zaki, Hasan Firdaus, Shafait, Faisal, Mian, Ajmal
Format:	Proceeding Paper
Language:	English English
Published:	IEEE 2016
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://irep.iium.edu.my/60177/ http://irep.iium.edu.my/60177/3/60177%20Convolutional%20Hypercube%20Pyramid.pdf http://irep.iium.edu.my/60177/2/60177%20Convolutional%20Hypercube%20Pyramid.scopus.pdf

Similar Items

Learning a deeply supervised multi-modal RGB-D embedding for semantic scene and object category recognition
by: Mohd Zaki, Hasan Firdaus, et al.
Published: (2017)

Localized deep extreme learning machines for efficient RGB-D object recognition
by: Mohd Zaki, Hasan Firdaus, et al.
Published: (2015)

Viewpoint invariant semantic object and scene categorization with RGB-D sensors
by: Mohd Zaki, Hasan Firdaus, et al.
Published: (2019)

Modeling 2D appearance evolution for 3D object categorization
by: Mohd Zaki, Hasan Firdaus, et al.
Published: (2016)

Modeling sub-event dynamics in first-person action recognition
by: Mohd Zaki, Hasan Firdaus, et al.
Published: (2017)

Object and Scene Category Recognition using a Combination of Dense Color SIFT Descriptors
by: Rassem, Taha Hussein Alaaldeen, et al.
Published: (2015)

Latin hypercube sampling Jaya algorithm based strategy for T-way test suite generation
by: Nasser, Abdullah B., et al.
Published: (2020)

Object's RGB color extraction
by: Iqbal Zulkarnain, Abdul Aziz
Published: (2007)

Robust RGB-D face recognition using Kinect sensor
by: Li, B., et al.
Published: (2015)

Handwritten character recognition using convolutional neural network
by: Khandokar, I., et al.
Published: (2021)

An empirical comparative study of instance-based schema matching
by: Alzeber, Mogahed, et al.
Published: (2018)

Fast and accurate algorithm for ECG authentication using residual depthwise separable convolutional neural networks
by: Ihsanto, Eko, et al.
Published: (2020)

A Convolutional Neural Network (CNN) Classification Model for Web Page: A Tool for Improving Web Page Category Detection Accuracy
by: Siti Hawa, Apandi, et al.
Published: (2023)

Medical, Scene And Event Image Category Recognition Using Completed Local Ternary Patterns (CLTP)
by: Rassem, Taha H., et al.
Published: (2017)

On the accurate numerical evaluation of geodetic convolution integrals
by: Hirt, Christian, et al.
Published: (2011)

Improving resource management with multi-instance broker scheduling algorithm in hierarchical grid computing
by: Yahaya, Bakri
Published: (2016)

Fire Recognition Using RGB and YCBCR Color Space
by: Nor Anis Aneza, Lokman, et al.
Published: (2015)

Instance reduction for one-class classification
by: Krawczyk, Bartosz, et al.
Published: (2018)

A new approach for instance-based schema matching
by: Mahdi, Osamah Abdul Sattar
Published: (2014)

Facial Recognition Using Convolutional Neural Network Using Real-Time Data
by: Bharath, Kumara J, et al.
Published: (2024)

Biologically Inspired Object Recognition System
by: Hamada , R. H. Al-Absi, et al.
Published: (2010)

Convolutional neural network training with artificial pattern for Bangla handwritten numeral recognition
by: Akhand, M. A. H, et al.
Published: (2016)

A Survey of schema matching research using database schemas and instances
by: Aljuboori, Ali Alwan, et al.
Published: (2017)

Bi-objective Optimization for Robust RGB-D Visual Odometry
by: Han, T., et al.
Published: (2015)

Convolutional neural network based handwritten Bengali and Bengali-English mixed numeral recognition
by: Akhand, M. A. H, et al.
Published: (2016)

Mobile Application for Classifying Palm Oil Bunch using RGB and Artificial Neural Network
by: Sayyidatina Al Hurul Aina, Alzahati, et al.
Published: (2016)

Super-low resolution face recognition using integrated Efficient Sub-Pixel Convolutional Neural Network (ESPCN) and Convolutional Neural Network (CNN)
by: Talab, Mohammed Ahmed, et al.
Published: (2019)

Convolutional neural network-based finger vein recognition using near infrared images
by: Fairuz, Subha, et al.
Published: (2018)

A BIOLOGICALLY INSPIRED OBJECT RECOGNITION SYSTEM
by: Hamada , R. H. Al-Absi, et al.
Published: (2010)

Learning object for education with AR and hand gesture recognition
by: Sean Senn, Pow Chiok
Published: (2019)

A Proposed Biologically Inspired Model for Object Recognition
by: Hamada , R. H. Al-Absi, et al.
Published: (2009)

Threshold center-symmetric local binary convolutional neural networks for bilingual handwritten digit recognition
by: Saleh Al-Wajih, Ebrahim Qasem
Published: (2022)

Convolutional neural network training incorporating rotation-based generated patterns and handwritten numeral recognition of major Indian scripts
by: Akhand, Md Aminul Haque, et al.
Published: (2018)

Incorporating Informative Score For Instance Selection In Semi-supervised Sentiment Classification
by: Vivian, Lee Lay Shan
Published: (2022)

Face recognition using the convolutional neural network for barrier gate system
by: Mochammad Langgeng, Prasetyo, et al.
Published: (2021)

Self-organizing kernel-based convolutional echo state network for human action recognition / Lee Gin Chong
by: Lee , Gin Chong
Published: (2022)

On the categories of L-Valued and Q-Valued deterministic fuzzy automata
by: Dubey, M. K., et al.
Published: (2021)

Instance matching framework for heterogeneous semantic web content over linked data environment
by: Mansir, Abubakar
Published: (2021)

Sparse-Filtered Convolutional Neural Networks with Layer-Skipping (SFCNNLS) for intra-class variation of vehicle type recognition
by: Suryanti, Awang, et al.
Published: (2017)

Cloud-to-cloud data transfer parallelization framework via spawning intermediate instances for scalable data migration
by: Boey, Calvin Mun Lek
Published: (2019)